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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTERF4 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTERF4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.3
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTERF4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
46.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTERF4 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.7
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-1.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
